{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###  分析远程图像"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"categories\": [{\"name\": \"people_\", \"score\": 0.5625}], \"color\": {\"dominantColorForeground\": \"White\", \"dominantColorBackground\": \"Yellow\", \"dominantColors\": [\"White\"], \"accentColor\": \"4B6D04\", \"isBwImg\": false, \"isBWImg\": false}, \"description\": {\"tags\": [\"grass\", \"outdoor\", \"person\", \"little\", \"field\", \"young\", \"small\", \"holding\", \"child\", \"green\", \"standing\", \"game\", \"boy\", \"wearing\", \"girl\", \"grassy\", \"yard\", \"park\", \"sitting\", \"playing\", \"hat\", \"baseball\", \"food\", \"bat\", \"bear\"], \"captions\": [{\"text\": \"a little boy that is standing in the grass\", \"confidence\": 0.8547299257433915}]}, \"requestId\": \"f548c1eb-bb2c-48cb-be54-670d6e0880a1\", \"metadata\": {\"height\": 260, \"width\": 400, \"format\": \"Jpeg\"}}\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import requests\n",
    "# If you are using a Jupyter notebook, uncomment the following line.\n",
    "# %matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import json\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "# Add your Computer Vision subscription key and endpoint to your environment variables.\n",
    "# if 'COMPUTER_VISION_SUBSCRIPTION_KEY' in os.environ:\n",
    "#     subscription_key = os.environ['COMPUTER_VISION_SUBSCRIPTION_KEY']\n",
    "# else:\n",
    "#     print(\"\\nSet the COMPUTER_VISION_SUBSCRIPTION_KEY environment variable.\\n**Restart your shell or IDE for changes to take effect.**\")\n",
    "#     sys.exit()\n",
    "\n",
    "endpoint = \"https://wgj1119.cognitiveservices.azure.com/\"\n",
    "# if 'COMPUTER_VISION_ENDPOINT' in os.environ:\n",
    "#     endpoint = os.environ['COMPUTER_VISION_ENDPOINT']\n",
    "subscription_key = \"6fdd2ccca89448e7ae1c29852f6553b2\"\n",
    "\n",
    "# base url\n",
    "analyze_url = endpoint+ \"vision/v2.1/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"https://p0.ssl.qhimgs1.com/sdr/400__/t01837349b39d5b01c0.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': subscription_key}\n",
    "# 参数\n",
    "params = {'visualFeatures': 'Categories,Description,Color'}\n",
    "# 请求主体body\n",
    "data = {'url': image_url}\n",
    "response = requests.post(analyze_url, headers=headers,\n",
    "                         params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# The 'analysis' object contains various fields that describe the image. The most\n",
    "# relevant caption for the image is obtained from the 'description' property.\n",
    "analysis = response.json()\n",
    "print(json.dumps(response.json()))\n",
    "image_caption = analysis[\"description\"][\"captions\"][0][\"text\"].capitalize()\n",
    "\n",
    "# Display the image and overlay it with the caption.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "plt.imshow(image)\n",
    "plt.axis(\"off\")\n",
    "_ = plt.title(image_caption, size=\"x-large\", y=-0.1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###  生成缩略图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Thumbnail is 100-by-100\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import os\n",
    "import sys\n",
    "import requests\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "thumbnail_url = \"https://wgj1119.cognitiveservices.azure.com/\" + \"vision/v3.1/generateThumbnail\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"http://pic.qqtn.com/up/2018-6/15299823728306562.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': \"6fdd2ccca89448e7ae1c29852f6553b2\"}\n",
    "params = {'width': '100', 'height': '100', 'smartCropping': 'true'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(thumbnail_url, headers=headers,params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "thumbnail = Image.open(BytesIO(response.content))\n",
    "\n",
    "# Display the thumbnail.\n",
    "plt.imshow(thumbnail)\n",
    "plt.axis(\"off\")\n",
    "\n",
    "# Verify the thumbnail size.\n",
    "print(\"Thumbnail is {0}-by-{1}\".format(*thumbnail.size))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    " ### 提取文本（读取API）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "    \"status\": \"running\",\n",
      "    \"createdDateTime\": \"2020-10-24T20:57:45Z\",\n",
      "    \"lastUpdatedDateTime\": \"2020-10-24T20:57:45Z\"\n",
      "}\n",
      "{\n",
      "    \"status\": \"succeeded\",\n",
      "    \"createdDateTime\": \"2020-10-24T20:57:45Z\",\n",
      "    \"lastUpdatedDateTime\": \"2020-10-24T20:57:45Z\",\n",
      "    \"analyzeResult\": {\n",
      "        \"version\": \"3.0.0\",\n",
      "        \"readResults\": [\n",
      "            {\n",
      "                \"page\": 1,\n",
      "                \"angle\": -0.3058,\n",
      "                \"width\": 530,\n",
      "                \"height\": 365,\n",
      "                \"unit\": \"pixel\",\n",
      "                \"lines\": [\n",
      "                    {\n",
      "                        \"boundingBox\": [\n",
      "                            117,\n",
      "                            56,\n",
      "                            491,\n",
      "                            55,\n",
      "                            492,\n",
      "                            92,\n",
      "                            117,\n",
      "                            95\n",
      "                        ],\n",
      "                        \"text\": \"Isin - This migh .\",\n",
      "                        \"words\": [\n",
      "                            {\n",
      "                                \"boundingBox\": [\n",
      "                                    118,\n",
      "                                    59,\n",
      "                                    211,\n",
      "                                    56,\n",
      "                                    211,\n",
      "                                    95,\n",
      "                                    118,\n",
      "                                    94\n",
      "                                ],\n",
      "                                \"text\": \"Isin\",\n",
      "                                \"confidence\": 0.559\n",
      "                            },\n",
      "                            {\n",
      "                                \"boundingBox\": [\n",
      "                                    225,\n",
      "                                    56,\n",
      "                                    243,\n",
      "                                    56,\n",
      "                                    243,\n",
      "                                    95,\n",
      "                                    225,\n",
      "                                    95\n",
      "                                ],\n",
      "                                \"text\": \"-\",\n",
      "                                \"confidence\": 0.559\n",
      "                            },\n",
      "                            {\n",
      "                                \"boundingBox\": [\n",
      "                                    250,\n",
      "                                    56,\n",
      "                                    389,\n",
      "                                    56,\n",
      "                                    389,\n",
      "                                    92,\n",
      "                                    250,\n",
      "                                    95\n",
      "                                ],\n",
      "                                \"text\": \"This\",\n",
      "                                \"confidence\": 0.559\n",
      "                            },\n",
      "                            {\n",
      "                                \"boundingBox\": [\n",
      "                                    396,\n",
      "                                    56,\n",
      "                                    471,\n",
      "                                    59,\n",
      "                                    470,\n",
      "                                    89,\n",
      "                                    395,\n",
      "                                    92\n",
      "                                ],\n",
      "                                \"text\": \"migh\",\n",
      "                                \"confidence\": 0.571\n",
      "                            },\n",
      "                            {\n",
      "                                \"boundingBox\": [\n",
      "                                    477,\n",
      "                                    59,\n",
      "                                    491,\n",
      "                                    59,\n",
      "                                    491,\n",
      "                                    88,\n",
      "                                    477,\n",
      "                                    89\n",
      "                                ],\n",
      "                                \"text\": \".\",\n",
      "                                \"confidence\": 0.957\n",
      "                            }\n",
      "                        ]\n",
      "                    },\n",
      "                    {\n",
      "                        \"boundingBox\": [\n",
      "                            315,\n",
      "                            265,\n",
      "                            313,\n",
      "                            248,\n",
      "                            326,\n",
      "                            244,\n",
      "                            329,\n",
      "                            264\n",
      "                        ],\n",
      "                        \"text\": \"M\",\n",
      "                        \"words\": [\n",
      "                            {\n",
      "                                \"boundingBox\": [\n",
      "                                    314,\n",
      "                                    256,\n",
      "                                    313,\n",
      "                                    247,\n",
      "                                    326,\n",
      "                                    245,\n",
      "                                    327,\n",
      "                                    254\n",
      "                                ],\n",
      "                                \"text\": \"M\",\n",
      "                                \"confidence\": 0.985\n",
      "                            }\n",
      "                        ]\n",
      "                    }\n",
      "                ]\n",
      "            }\n",
      "        ]\n",
      "    }\n",
      "}\n"
     ]
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import json\n",
    "import os\n",
    "import sys\n",
    "import requests\n",
    "import time\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Polygon\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "text_recognition_url = endpoint + \"/vision/v3.0/read/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to recognize.\n",
    "image_url = \"http://s.news.bandao.cn/news_upload/201706/20170610074618_311S1OTQ.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': \"6fdd2ccca89448e7ae1c29852f6553b2\"}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(text_recognition_url, headers=headers, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# Extracting text requires two API calls: One call to submit the\n",
    "# image for processing, the other to retrieve the text found in the image.\n",
    "\n",
    "# Holds the URI used to retrieve the recognized text.\n",
    "operation_url = response.headers[\"Operation-Location\"]\n",
    "\n",
    "# The recognized text isn't immediately available, so poll to wait for completion.\n",
    "analysis = {}\n",
    "poll = True\n",
    "while (poll):\n",
    "    response_final = requests.get(\n",
    "        response.headers[\"Operation-Location\"], headers=headers)\n",
    "    analysis = response_final.json()\n",
    "    \n",
    "    print(json.dumps(analysis, indent=4))\n",
    "\n",
    "    time.sleep(1)\n",
    "    if (\"analyzeResult\" in analysis):\n",
    "        poll = False\n",
    "    if (\"status\" in analysis and analysis['status'] == 'failed'):\n",
    "        poll = False\n",
    "\n",
    "polygons = []\n",
    "if (\"analyzeResult\" in analysis):\n",
    "    # Extract the recognized text, with bounding boxes.\n",
    "    polygons = [(line[\"boundingBox\"], line[\"text\"])\n",
    "                for line in analysis[\"analyzeResult\"][\"readResults\"][0][\"lines\"]]\n",
    "\n",
    "# Display the image and overlay it with the extracted text.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "ax = plt.imshow(image)\n",
    "for polygon in polygons:\n",
    "    vertices = [(polygon[0][i], polygon[0][i+1])\n",
    "                for i in range(0, len(polygon[0]), 2)]\n",
    "    text = polygon[1]\n",
    "    patch = Polygon(vertices, closed=True, fill=False, linewidth=2, color='y')\n",
    "    ax.axes.add_patch(patch)\n",
    "    plt.text(vertices[0][0], vertices[0][1], text, fontsize=20, va=\"top\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 提取文本（OCR API）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(0.0, 1.0, 0.0, 1.0)"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import os\n",
    "import sys\n",
    "import requests\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Rectangle\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "ocr_url = endpoint + \"vision/v3.1/ocr\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"http://s.news.bandao.cn/news_upload/201706/20170610074618_311S1OTQ.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': \"6fdd2ccca89448e7ae1c29852f6553b2\"}\n",
    "params = {'language': 'unk', 'detectOrientation': 'true'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(ocr_url, headers=headers, params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "analysis = response.json()\n",
    "\n",
    "# Extract the word bounding boxes and text.\n",
    "line_infos = [region[\"lines\"] for region in analysis[\"regions\"]]\n",
    "word_infos = []\n",
    "for line in line_infos:\n",
    "    for word_metadata in line:\n",
    "        for word_info in word_metadata[\"words\"]:\n",
    "            word_infos.append(word_info)\n",
    "word_infos\n",
    "\n",
    "# Display the image and overlay it with the extracted text.\n",
    "plt.figure(figsize=(5, 5))\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "ax = plt.imshow(image, alpha=0.5)\n",
    "for word in word_infos:\n",
    "    bbox = [int(num) for num in word[\"boundingBox\"].split(\",\")]\n",
    "    text = word[\"text\"]\n",
    "    origin = (bbox[0], bbox[1])\n",
    "    patch = Rectangle(origin, bbox[2], bbox[3],\n",
    "                      fill=False, linewidth=2, color='y')\n",
    "    ax.axes.add_patch(patch)\n",
    "    plt.text(origin[0], origin[1], text, fontsize=20, weight=\"bold\", va=\"top\")\n",
    "plt.show()\n",
    "plt.axis(\"off\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
